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探索药物再利用作为非酒精性脂肪性肝病(NAFLD)的治疗策略:潜在靶点和途径的鉴定

Exploring drug repurposing as a therapeutic strategy for non-alcoholic fatty liver disease (NAFLD): identification of potential targets and pathways.

作者信息

Khazaei-Poul Yalda, Ziayifard Sara, Rashtchian Ava, Pyriae Abbas, Ziai Seyed Ali

机构信息

Department of Pharmacology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

Genomics Research Center, Shahid Beheshti University of Medical Science, Tehran, Iran.

出版信息

Gastroenterol Hepatol Bed Bench. 2025;18(2):230-245. doi: 10.22037/ghfbb.v18i2.3071.

Abstract

AIM

This study investigates drug repurposing as a viable approach identifying existing pharmacological agents that could be applied to NAFLD management.

BACKGROUND

Non-alcoholic fatty liver disease (NAFLD) is a prevalent and complex liver condition affecting approximately 25% of the global population, with significant links to metabolic disorders such as obesity and type 2 diabetes. Despite its high burden, no approved therapies currently exist for NAFLD, underscoring the need for effective treatments.

METHODS

We utilized two publicly available datasets (GSE126848 and GSE130970) to identify differentially expressed genes (DEGs) and constructed a protein-protein interaction (PPI) network using Cytoscape. Hub and bottleneck (H&B) genes were identified and further analyzed for pathway enrichment using DAVID and KEGG. Drug candidates were identified through the Connectivity Map (CMap) platform, focusing on compounds with counter-gene signatures.

RESULTS

Pathway analysis highlighted critical pathways involved in NAFLD pathogenesis, including the AGE-RAGE and Rap1 signaling pathways. Several promising repurposed drugs, such as WYE-354 and Triciribine, were identified, targeting key mechanisms like lipid metabolism and inflammation.

CONCLUSION

This study suggests that drug repurposing may accelerate the development of effective NAFLD therapies, although further clinical validation is needed to confirm the therapeutic potential of these findings.

摘要

目的

本研究调查药物重新利用作为一种可行的方法,以确定可应用于非酒精性脂肪性肝病(NAFLD)管理的现有药理剂。

背景

非酒精性脂肪性肝病(NAFLD)是一种普遍且复杂的肝脏疾病,影响着全球约25%的人口,与肥胖和2型糖尿病等代谢紊乱有显著关联。尽管其负担沉重,但目前尚无批准用于NAFLD的疗法,这突出了有效治疗的必要性。

方法

我们利用两个公开可用的数据集(GSE126848和GSE130970)来识别差异表达基因(DEGs),并使用Cytoscape构建蛋白质-蛋白质相互作用(PPI)网络。识别出枢纽和瓶颈(H&B)基因,并使用DAVID和KEGG进一步分析其通路富集情况。通过连通性图谱(CMap)平台识别候选药物,重点关注具有反向基因特征的化合物。

结果

通路分析突出了NAFLD发病机制中涉及的关键通路,包括AGE-RAGE和Rap1信号通路。确定了几种有前景的重新利用药物,如WYE-354和曲西立滨,它们针对脂质代谢和炎症等关键机制。

结论

本研究表明,药物重新利用可能会加速有效NAFLD疗法的开发,尽管需要进一步的临床验证来证实这些发现的治疗潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/147e/12421938/b148f27008e7/GHFBB-18-2-230-g001.jpg

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